Home › Researcher directory › Ikram Amous
Ikram Amous
Affiliation : University of Sfax · National School of Electronics and Telecommunications of Sfax, Tunisia
- 118Publications (affiliation in Tunisia)
- 208Total publications
- 1397Citations
- 17h-index
Research profile
Ikram Amous has 118 indexed publications (2016–2026). Their work appears mainly in “Lecture notes in computer science”, “Procedia Computer Science” and “Lecture notes in networks and systems”. Their most cited article, “Trust Management in Social Internet of Things: A Survey” (2016), has been cited 99 times. 24 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in France, Saudi Arabia.
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Create my free profile Add my publicationsResearch areas
- Semantic Web and Ontologies
- Recommender Systems and Techniques
- Information Retrieval and Search Behavior
- Service-Oriented Architecture and Web Services
- Advanced Software Engineering Methodologies
Publications (118)
- ZK-enabled blockchain framework with federated learning: A trust management methodology for the SIoT
- A Real-Time Profiling Method to Detect Attacks on IoT Networks Using LSTM and 1-DCNN
- Boosting multi-agent reinforcement learning with pruned prioritized experience replay and collaborative learning. Case study: intrusion detection system
- Interpretable Cooperative MARL for Intrusion Detection via Logical Rule Integration
- A Hybrid Graph-Based and AI-Driven Cooperative System for Overtaking Collision Avoidance
- Towards the Automation of Conflict Resolution in Intelligent Systems
- Blockchain-powered trust management methodology in SIoT: A survey
- Blockchain-Based Trust Management System for Enhancing Security in SIoT
- Towards an Efficient and Intelligent Graph Model-Based Cooperative Intersection Collision Avoidance Systems
- Hybrid intelligent systems for safer traffic: intersection collision avoidance through vehicle to everything and machine learning
- Big-IDS: a decentralized multi agent reinforcement learning approach for distributed intrusion detection in big data networks
- An Intelligent Security System Using Enhanced Anomaly-Based Detection Scheme
- Deep learning-based few-shot person re-identification from top-view RGB and depth images
- Enhancing Intrusion Detection Systems with Reinforcement Learning: A Comprehensive Survey of RL-based Approaches and Techniques
- Trust attack prevention based on Spark-blockchain in social IoT: a survey
- Real-time prevention of trust-related attacks in social IoT using blockchain and Apache spark
- Intelligent Transportation Systems: A Survey on Data Engineering
- A Blockchain and IPFS-Enhanced Model for Attack Detection and Resource Efficiency
- Word2Vec-GloVe-BERT Embeddings for Query Expansion
- BioBERT for Multiple Knowledge-Based Question Expansion and Biomedical Extractive Question Answering
- MeSH-Based Semantic Weighting Scheme to Enhance Document Indexing: Application on Biomedical Document Classification
- Employing data mining techniques to classify Covid-19 pandemic
- Deep Semantic Biomedical Document Representation Method
- Treating Anomalies in Rule bases associated to Ontologies
- Convolutional Neural Network for Head Segmentation and Counting in Crowded Retail Environment Using Top-view Depth Images
- Improved accuracy of pulmonary nodule classification on LIDC-IDRI dataset using deep learning
- Improved clustering-based hybrid recommendation system to offer personalized cloud services
- Towards smart contract distributed directory based on the uniform description language
- Monitoring and analyzing as a service (MAaaS) through cloud edge based on intelligent transportation applications
- Efficient IoT resource discovery approach based on P2P networks and Fog Computing
- Apache Spark Based Deep Learning for Social Transaction Analysis
- Real-Time Mitigation of Trust-Related Attacks in Social IoT
- An Efficient Real Time Intrusion Detection System for Big Data Environment
- A Simulation Framework for IoT Networks Intrusion and Penetration Testing
- Monitor and Analyze Sensor Data from a Connected Vehicle Thanks to Cloud Edge Computing
- An Hybridization of LSTM and Random Forest Model to Predict Road Situation
- Strategy maintenance in smart healthcare systems
- Correction: Improved clustering-based hybrid recommendation system to offer personalized cloud services
- Contextualized Recommendation Model Based Socio-Environmental Factors
- Predicting the Specific Student Major Depending on the STEAM Academic Performance Using Back-Propagation Learning Algorithm
- Dynamic and scalable multi-level trust management model for Social Internet of Things
- Finding Internet of Things resources: A state-of-the-art study
- Shoppers Interaction Classification Based on An Improved DenseNet Model Using RGB-D Data
- Description, discovery, and recommendation of Cloud services: a survey
- A Survey of Middlewares for self-adaptation and context-aware in Cloud of Things environment
- Semantic Heads Segmentation and Counting in Crowded Retail Environment with Convolutional Neural Networks Using Top View Depth Images
- A Novel Deep Convolutional Neural Network Architecture for Customer Counting in the Retail Environment
- Simulating and Predicting Students’ Academic Performance Using a New Approach based on STEAM Education
- Semantic-Based Hybrid Query Reformulation for Biomedical Information Retrieval
- REMOVE: REcommendation Model based on sOcio-enVironmental contExt
- Optimizing Semantic Deep Forest for tweet topic classification
- Using Process Mining for Learning Resource Recommendation: A Moodle Case Study
- Towards a Uniform Description Language for Smart Contract
- A New Blockchain-Based trust management model
- Cloud services description ontology used for service selection
- Query Disambiguation to Enhance Biomedical Information Retrieval Based on Neural Networks
- A review on visual content-based and users’ tags-based image annotation: methods and techniques
- MeSH-Based Semantic Indexing Approach to Enhance Biomedical Information Retrieval
- When contextual information meets recommender systems: extended SVD++ models
- Real-Time Bot Detection from Twitter Using the Twitterbot+ Framework
- MDER: Multi-Dimensional Event Recommendation in Social Media Context
- QoC enhanced semantic IoT model
- An ambiguous tag-based query reformulation technique for an effective semantic-based social image research
- Refining Rule Bases for Intelligent Systems: Managing Redundancy and Circularity
- Deep Learning for Trust-Related Attacks Detection in Social Internet of Things
- Trust Evaluation Model for Attack Detection in Social Internet of Things
- Bot Detection on Online Social Networks Using Deep Forest
- Service discovery techniques in Internet of Things: a survey
- Multi-level diversification approach of semantic-based image retrieval results
- Enhanced semantic similarity measure based on two‐level retrieval model
- VISEN
- Linked USDL Extension for Cloud Services Description
- Multidimensional analysis of hot events from social media sources
- Towards a Statistical Approach for User Classification in Twitter
- A new method of combining colour, texture and shape features using the genetic algorithm for image retrieval
- Arabic Text-Based Video Indexing and Retrieval System Enhanced by Semantic Content and Relevance Feedback
- Descriptor Optimization for Semantic Concept Detection Using Visual Content
- A method to assist in the proper management of rule bases in Web information systems
- Large-Scale Semantic Concept Detection Based On Visual Contents
- A new method of combining colour, texture and shape features using the genetic algorithm for image retrieval
- A New Mashup Based Method for Event Detection from Social Media
- ISE: Interactive Image Search using Visual Content
- Profile reliability to improve recommendation in social-learning context
- An Interactive Video Browsing With VINAS System
- Formal Specification of Adaptable Semantic Web Services Composition
- MeSH-Based Semantic Query Expansion
- A New Contextual Influencer User Measure to Improve the Accuracy of Recommender System
- Social collaborative service recommendation approach based on user’s trust and domain-specific expertise
- Designing Recommender System: Conceptual Framework and Practical Implementation
- Similarity and Trust Metrics Used in Recommender Systems: A Survey
- MeSH-based disambiguation method using an intrinsic information content measure of semantic similarity
- Latent Factor Model Applied to Recommender System: Realization, Steps and Algorithm
- A New Social Media Mashup Approach
- Learner’s Profile Hierarchization in an Interoperable Education System
- Towards Better SWRL Rules Dependency Extraction
- Semantic-based Reconstruction of User’s Interests in Distributed Systems
- Semi-supervised algorithm with knowledge-based features for learner's profiles interoperability
- Trust Management in Social Internet of Things: A Survey
- LoTrust: A social Trust Level model based on time-aware social interactions and interests similarity
- Producing relevant interests from social networks by mining users' tagging behaviour: A first step towards adapting social information
Publication venues
- Lecture notes in computer science × 8
- Procedia Computer Science × 7
- Lecture notes in networks and systems × 5
- The Computer Journal × 5
- Advances in intelligent systems and computing × 5
- Lecture notes in business information processing × 4
Publications per year
- 20266
- 20254
- 202414
- 202316
- 202210
- 20216
- 20208
- 201916
- 20187
- 201710
Collaborations
Partner institutions : Faculty of Economics and Management of Sfax · University of Sousse · Institut de Recherche en Informatique de Toulouse · Al Baha University · Institut Supérieur d'Informatique et des Technologies de Communication de Hammam Sousse
Co-authors’ countries : France · Saudi Arabia
Co-authors
- Corinne Amel Zayani
- Raoudha Ben Djemaa
- Sonia Lajmi
- Leïla Ghorbel
- Mariam Masmoudi
- Hager Kammoun
- Rim Zghal Rebaï
- Mohamed Hamroun
- Farah Barika Ktata
- Imen Gabsi
- Maryam Jallouli
- Faten Louati
Bibliographic data from OpenAlex (open database).
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